Detecting Malware with an Ensemble Method Based on Deep Neural Network

Table 6

The comparison with other works.

Methods	Accuracy (%)	Training time (h)	Detection time (s)
Kaggle Winner Solution [37]	99.83	72	13.33
Novel Features [38]	99.77	21.86	4
Linear kNN [39]	96.6	-	-
Random Forest [40]	95.62	-	-
One-class SVM [41]	92	-	-
tGAN [42]	96.39	-	-
Strand Gene Sequence [43]	98.59	0.75	0.3
MalNet	99.36	2.91	0.03